Course curriculum

  • 1

    Python Programming and Data Science Tools

    • Your Guide Through Al Nafi

    • Introduction to Data Science

    • Introduction to Data Science

    • Basic Python

    • Basic Python 0

    • Basic Python 1

    • Basic Python 2

    • Basic Python 3

    • Basic Python 4

    • Basic Python 5

    • Basic Python 6

    • Basic Python 7

    • Basic Python 8

    • Basic Python 9

    • Basic Python 10

    • Conditional Statements

    • Dictionaries and Sets

    • Files IO

    • Functions

    • List and Tuples

    • Loops

    • Module Pip and Comment

    • Object Oriented Programming

    • Python

    • String

    • Variable and Datatype

    • Python tsproj

    • Python tsproj files

    • python tsproj files

    • Python tsproj files

    • Python

  • 2

    Fundamentals of Python

    • Fundamentals of Python

    • Python Fundamentals
  • 3

    Numphy 1

    • numphy-1

    • Script

    • numpy1_embed.css

    • numpy1_config.xml

    • skins.rar

    • numpy1_player.html
  • 4

    Numphy 2

    • numphy 2

    • numpy2_First_Frame

    • numphy 2

    • numpy2_player.

    • scripts.

    • scripts.
  • 5

    numpy 3

    • numpy3.

    • scripts

    • skin

    • numpy3_config.xml

    • numpy3_embed.css

    • numpy3_player.rar

    • numpy3_Thumbnails.rar

    • numphy 3
  • 6

    numphy 4

    • numphy 4

  • 7

    numpy 5

    • numphy 5 vd
  • 8

    Pandas

    • Pandas

    • pandas -2

    • pandas 4

    • pandas6

    • pandas7

    • pandas 8

    • pandas 5

    • Pandas (tscproj) Files
  • 9

    Decision Tree Regression

    • Linear Regression

    • Linear Regression 3

    • Linear Regression 2

    • Linear Regression theory

    • Linear Regression theory

    • Linear Regression1

    • Linear Regression2.
  • 10

    DecisionTreeRegression

    • Decision Tree Regression 2
  • 11

    Polynomial

    • Polynomial linear regression theory

    • polynomial

    • Polynomial linear regression theory

    • Polynomial regression

  • 12

    Regression

    • Linear Regression theory

    • Linear Regression

    • Linear Regression 1

    • Linear Regression theory

    • Linear Regression 2

    • Linear Regression 2

    • Linear Regression 3

    • Linear Regression 3
  • 13

    RandomForest

    • Random Forest 1

    • Decisio Tree Regression

    • Random Forest
  • 14

    support vector regression

    • svr done

    • svr.rar